Optimal transport for automatic alignment of untargeted metabolomic data - Marie Breeur; George Stepaniants; Pekka Keski-Rahkonen; Philippe Rigollet; Vivian Viallon (CoRR, 2023)

A SAEM algorithm for fused lasso penalized NonLinear Mixed Effect Models: Application to group comparison in pharmacokinetics - Edouard Ollier; Adeline Samson; Xavier Delavenne; Vivian Viallon (Comput. Stat. Data Anal., 2016)

On the robustness of the generalized fused lasso to prior specifications - Vivian Viallon; Sophie Lambert-Lacroix; Holger Höfling; Franck Picard (Stat. Comput., 2016)

Predictiveness curves in virtual screening - Charly Empereur-mot; Hélène Guillemain; Aurélien Latouche; Jean-François Zagury; Vivian Viallon; Matthieu Montès (J. Cheminformatics, 2015)

Safe Feature Elimination in Sparse Supervised Learning - Laurent El Ghaoui; Vivian Viallon; Tarek Rabbani (CoRR, 2010)